Deploy Stable Diffusion ComfyUI on AWS elastically and efficiently
TutoSartup excerpt from this article:
com/aws-samples/comfyui-on-eks ~/comfyui-on-eks cd ~/comfyui-on-eks && git checkout v0...com/aws-samples/comfyui-on-eks ~/comfyui-on-eks cd ~/comfyui-on-eks && git checkout v0...0 npm install npm list cdk list Run cdk list to ensure the environment is all set, you will have following AWS CloudFormation stack to deploy: Comfyui-Cluster CloudFrontEntry LambdaModelsSync S3OutputsSt...
com/aws-samples/comfyui-on-eks ~/comfyui-on-eks cd ~/comfyui-on-eks && git checkout v0...com/aws-samples/comfyui-on-eks ~/comfyui-on-eks cd ~/comfyui-on-eks && git checkout v0...0 npm install npm list cdk list Run cdk list to ensure the environment is all set, you will have following AWS CloudFormation stack to deploy: Comfyui-Cluster CloudFrontEntry LambdaModelsSync S3OutputsSt...
10-Year US Treasury Yield ‘Fair Value’ Estimate: 16 May 2024
TutoSartup excerpt from this article:
A ‘fair-value’ estimate of the US 10-year Treasury yield was steady in April while the market level for the benchmark rate continued to rise well above the theoretical level... Yesterday’s sharp fall in the 10-year yield (May 15) substantially narrowed the spread, which implies that the market’s premium over fair value had become extreme...Following yesterday’s upbeat US consumer infla...
A ‘fair-value’ estimate of the US 10-year Treasury yield was steady in April while the market level for the benchmark rate continued to rise well above the theoretical level... Yesterday’s sharp fall in the 10-year yield (May 15) substantially narrowed the spread, which implies that the market’s premium over fair value had become extreme...Following yesterday’s upbeat US consumer infla...
Macro Briefing: 16 May 2024
TutoSartup excerpt from this article:
* US stocks rally to record high after encouraging inflation data * Americans unexpectedly paused spending in April vs. March * US homebuilder sentiment in May weakens for first time in six months * NY Manufacturing Index indicates slightly faster contraction in May * US Core Consumer Inflation falls to 3-year low in April:US 10-year Treasury yield fell sharply on Wednesday after upbeat inflati...
* US stocks rally to record high after encouraging inflation data * Americans unexpectedly paused spending in April vs. March * US homebuilder sentiment in May weakens for first time in six months * NY Manufacturing Index indicates slightly faster contraction in May * US Core Consumer Inflation falls to 3-year low in April:US 10-year Treasury yield fell sharply on Wednesday after upbeat inflati...
Build a serverless exam generator application from your own lecture content using Amazon Bedrock
TutoSartup excerpt from this article:
The time required varies based on factors like subject matter, question types, experience level, and class level...3 The container image sends the REST API request to Amazon API Gateway (using the GET method)... Let’s start with building the generating exam Docker image: Go to the following path in the repo and build your Docker image: user@exam-gen ~ % cd exam-gen-ai-blog/frontend/ge...
The time required varies based on factors like subject matter, question types, experience level, and class level...3 The container image sends the REST API request to Amazon API Gateway (using the GET method)... Let’s start with building the generating exam Docker image: Go to the following path in the repo and build your Docker image: user@exam-gen ~ % cd exam-gen-ai-blog/frontend/ge...
Accelerate NLP inference with ONNX Runtime on AWS Graviton processors
TutoSartup excerpt from this article:
ONNX Runtime is the runtime engine used for model inference and training with ONNX... Bfloat16 accelerated SGEMM kernels and int8 MMLA accelerated Quantized GEMM (QGEMM) kernels in ONNX have improved inference performance by up to 65% for fp32 inference and up to 30% for int8 quantized inference for several natural language processing (NLP) models on AWS Graviton3-based Amazon Elastic Compute Clo...
ONNX Runtime is the runtime engine used for model inference and training with ONNX... Bfloat16 accelerated SGEMM kernels and int8 MMLA accelerated Quantized GEMM (QGEMM) kernels in ONNX have improved inference performance by up to 65% for fp32 inference and up to 30% for int8 quantized inference for several natural language processing (NLP) models on AWS Graviton3-based Amazon Elastic Compute Clo...
Learn how Amazon Ads created a generative AI-powered image generation capability using Amazon SageMaker
TutoSartup excerpt from this article:
To help advertisers more seamlessly address this challenge, Amazon Ads rolled out an image generation capability that quickly and easily develops lifestyle imagery, which helps advertisers bring their brand stories to life... In this blog post, we describe the architectural and operational details of how Amazon Ads implemented its generative AI-powered image creation solution on AWS... For examp...
To help advertisers more seamlessly address this challenge, Amazon Ads rolled out an image generation capability that quickly and easily develops lifestyle imagery, which helps advertisers bring their brand stories to life... In this blog post, we describe the architectural and operational details of how Amazon Ads implemented its generative AI-powered image creation solution on AWS... For examp...
Level Up Your Cloud Game with AWS Educate Builder Labs
TutoSartup excerpt from this article:
Among the many badge-eligible courses in AWS Educate, the Builder Labs course in the Core Concepts section offered me the opportunity to gain hands-on experience with AWS services through the lens of building a real-world application... The Essence of the AWS Educate Builder Labs course In the AWS Educate Builder Labs course, you’ll develop a web application designed to aid learners in ident...
Among the many badge-eligible courses in AWS Educate, the Builder Labs course in the Core Concepts section offered me the opportunity to gain hands-on experience with AWS services through the lens of building a real-world application... The Essence of the AWS Educate Builder Labs course In the AWS Educate Builder Labs course, you’ll develop a web application designed to aid learners in ident...